
**************
*** Fig. 5 ***
**************

* load frame
frame change comparative_data


* Avg. PTV mainstream, dummy economy
reg ptv_mainstream_avg ///
	i.income_loss##i.declining##c.region_talk_pol ///
	i.class2 i.class3 ///
	i.not_working ///
	age ///
	i.edu2 i.edu3 i.edu4 i.edu5 ///
	i.gender ///
	i.cntryn ///
	, ///
		cluster(region_iso2)
		
margins declining, dydx(income_loss) at(region_talk_pol=(30(10)70))
mplotoffset,  offset(1) recast(scatter) ///
		title("") ///
		ytitle("Avg. mainstream PTV", size(large)) ///
		xtitle("People who talk politics", size(large)) ///		
		plotregion( fcolor(white)) ///
		yline(0, lw(thin) lstyle(foreground) ) ///
		ylabel(, grid glcolor(black%70) glw(thin) labs(medl)) ///
		xlabel(, nogrid) ///
			aspect(1) ///
	plot1opts(msymbol(D) msize(medium) mcolor(red) lcolor(red) lwidth(medthick)) ci1opts(lcolor(red)) ///
	plot2opts(msymbol(O) msize(medium) mcolor(blue) lp(solid)  mlcolor(blue) lcolor(blue) lwidth(medthick)) ci2opts(lcolor(blue)) ///
	legend( ///
		region(lwidth(none)) ///
		col(2) ///
		position(6) ///
		order(3 "Growing region" 4 "Declining region") ///
)

graph addplot histogram region_talk_pol, ///
	yaxis(2) ///
	yscale(range(0 0.5) off axis(2)) ///
	color(black%10) ///
	legend( ///
		region(lwidth(none)) ///
		col(2) ///
		position(6) ///
		order(3 "Growing region" 4 "Declining region") ///
)

graph export "$folder/replication/figures/fig5a.pdf", replace

* Avg. PTV mainstream, economy three category

reg ptv_mainstream_avg ///
	i.income_loss##i.growth_three##c.region_talk_pol ///
	i.class2 i.class3 ///
	i.not_working ///
	age ///
	i.edu2 i.edu3 i.edu4 i.edu5 ///
	i.gender ///
	i.cntryn ///
	, ///
		cluster(region_iso2)
		
margins growth_three, dydx(income_loss) at(region_talk_pol=(30(10)70))
mplotoffset,  offset(1) recast(scatter) ///
		title("") ///
		ytitle("Avg. mainstream PTV", size(large)) ///
		xtitle("People who talk politics", size(large)) ///		
		plotregion( fcolor(white)) ///
		yline(0, lw(thin) lstyle(foreground) ) ///
		ylabel(, grid glcolor(black%70) glw(thin) labs(medl)) ///
		xlabel(, nogrid) ///
		aspect(1) ///			
		plot1opts(msymbol(D) msize(medium) mcolor(blue) lcolor(blue)  mlcolor(blue) lwidth(medthick)) ci1opts(lcolor(blue)) ///
		plot2opts(msymbol(O) msize(medium) mcolor(orange) lp(solid)  mlcolor(orange) lcolor(orange) lwidth(medthick)) ci2opts(lcolor(orange)) ///
		plot3opts(msymbol(T) msize(medium) mcolor(red) lp(solid)  mlcolor(red) lcolor(red) lwidth(medthick)) ci3opts(lcolor(red)) ///
	legend( ///
		region(lwidth(none)) ///
		col(2) ///
		position(6) ///
		order(3 "Above median growth" 4 "Below median growth") ///
)

graph addplot histogram region_talk_pol, ///
	yaxis(2) ///
	yscale(range(0 0.5) off axis(2)) ///
	color(black%10) ///
	legend( ///
		region(lwidth(none)) ///
		col(2) ///
		position(6) ///
		order(4 "GDP growth < 0" 5 "GDP growth 0-2" 6 "GDP growth > 2") ///
)

graph export "$folder/replication/figures/fig5b.pdf", replace


* Avg. PTV mainstream - Non mainstream, dummy economy
reg distance_ptv ///
	i.income_loss##i.declining##c.region_talk_pol ///
	i.class2 i.class3 ///
	i.not_working ///
	age ///
	i.edu2 i.edu3 i.edu4 i.edu5 ///
	i.gender ///
	i.cntryn ///
	, ///
		cluster(region_iso2)
		
margins declining, dydx(income_loss) at(region_talk_pol=(30(10)70))
mplotoffset,  offset(1) recast(scatter) ///
		title("") ///
		ytitle("Avg. mainstream PTV", size(large)) ///
		xtitle("People who talk politics", size(large)) ///		
		plotregion( fcolor(white)) ///
		yline(0, lw(thin) lstyle(foreground) ) ///
		ylabel(, grid glcolor(black%70) glw(thin) labs(medl)) ///
		xlabel(, nogrid) ///
			aspect(1) ///
	plot1opts(msymbol(D) msize(medium) mcolor(red) lcolor(red) lwidth(medthick)) ci1opts(lcolor(red)) ///
	plot2opts(msymbol(O) msize(medium) mcolor(blue) lp(solid)  mlcolor(blue) lcolor(blue) lwidth(medthick)) ci2opts(lcolor(blue)) ///
	legend( ///
		region(lwidth(none)) ///
		col(2) ///
		position(6) ///
		order(3 "Growing region" 4 "Declining region") ///
)

graph addplot histogram region_talk_pol, ///
	yaxis(2) ///
	yscale(range(0 0.5) off axis(2)) ///
	color(black%10) ///
	legend( ///
		region(lwidth(none)) ///
		col(2) ///
		position(6) ///
		order(3 "Growing region" 4 "Declining region") ///
)

graph export "$folder/replication/figures/fig5c.pdf", replace

* Avg. PTV mainstream - Non mainstream, economy three category

reg distance_ptv ///
	i.income_loss##i.growth_three##c.region_talk_pol ///
	i.class2 i.class3 ///
	i.not_working ///
	age ///
	i.edu2 i.edu3 i.edu4 i.edu5 ///
	i.gender ///
	i.cntryn ///
	, ///
		cluster(region_iso2)
		
margins growth_three, dydx(income_loss) at(region_talk_pol=(30(10)70))
mplotoffset,  offset(1) recast(scatter) ///
		title("") ///
		ytitle("Avg. mainstream PTV", size(large)) ///
		xtitle("People who talk politics", size(large)) ///		
		plotregion( fcolor(white)) ///
		yline(0, lw(thin) lstyle(foreground) ) ///
		ylabel(, grid glcolor(black%70) glw(thin) labs(medl)) ///
		xlabel(, nogrid) ///
		aspect(1) ///			
		plot1opts(msymbol(D) msize(medium) mcolor(blue) lcolor(blue)  mlcolor(blue) lwidth(medthick)) ci1opts(lcolor(blue)) ///
		plot2opts(msymbol(O) msize(medium) mcolor(orange) lp(solid)  mlcolor(orange) lcolor(orange) lwidth(medthick)) ci2opts(lcolor(orange)) ///
		plot3opts(msymbol(T) msize(medium) mcolor(red) lp(solid)  mlcolor(red) lcolor(red) lwidth(medthick)) ci3opts(lcolor(red)) ///
	legend( ///
		region(lwidth(none)) ///
		col(2) ///
		position(6) ///
		order(3 "Above median growth" 4 "Below median growth") ///
)

graph addplot histogram region_talk_pol, ///
	yaxis(2) ///
	yscale(range(0 0.5) off axis(2)) ///
	color(black%10) ///
	legend( ///
		region(lwidth(none)) ///
		col(2) ///
		position(6) ///
		order(4 "GDP growth < 0" 5 "GDP growth 0-2" 6 "GDP growth > 2") ///
)

graph export "$folder/replication/figures/fig5d.pdf", replace
